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Most companies still aren't measuring AI coding tools
https://www.reddit.com/r/programming/comments/1mvd8vy/most_companies_still_arent_measuring_ai_coding/

<!-- SC_OFF -->3 years after the launch of GitHub Copilot, 82% of organizations still aren't measuring the impact of AI coding tools, according to LeadDev's 2025 AI Impact Report. <!-- SC_ON --> submitted by /u/scarey102 (https://www.reddit.com/user/scarey102)
[link] (https://leaddev.com/ai/adoption-soaring-but-metrics-vacuum-persists) [comments] (https://www.reddit.com/r/programming/comments/1mvd8vy/most_companies_still_arent_measuring_ai_coding/)
Left my tech job after 11 months because they shifted me to a non tech job- did i just ruin my career?
https://www.reddit.com/r/programming/comments/1mvdame/left_my_tech_job_after_11_months_because_they/

<!-- SC_OFF -->Hi everyone, I really need some genuine advice from the community because I’m honestly very confused about what to do next. Background • I’m a 2023 B.Tech graduate with around 1.8 years of total experience (as per joining date). • I joined a company where I was hired for a tech role, expected to be working as a developer. • After a few months, they suddenly moved me to a non-tech/operational role, basically no coding, no development—just repetitive work. • On top of that, the company had a strange policy where if I completed 1 full year, they’d force a 6-month notice period. So I resigned at around 11 months just to avoid wasting more time in a non-tech position. Current Situation • My official designation on paper was “Apprentice Trainee Engineer”, which sounds very junior and not like a proper software dev role. • Now I’m trying really hard to get into a real developer position. • I have solved 380+ LeetCode problems, built several full-stack projects using MERN, and I practice DSA/system design daily. But even with full-stack skills and almost 1.8 years of experience, I am struggling to get interview calls. Either I get filtered out due to my noscript or short tenure, or they ask why I left early. ⸻ My biggest concerns: 1. Did I make a mistake leaving before 1 year? 2. Should I change the noscript from Apprentice Trainee Engineer to something like Software Engineer Trainee on my resume so HR actually takes me seriously? 3. How do I explain this role change (from tech to non-tech) in interviews without sounding negative? 4. What should I focus on now to actually land a proper full-stack dev job? ⸻ If anyone can help: • If anyone here is hiring for Full Stack / Frontend / Backend roles or can refer me, I would be extremely grateful. • Even connections, leads, or companies that are open to someone who left early but is skilled and hardworking would help me a lot. ⸻ I’m really worried that this decision damaged my profile, even though I left to protect my long-term tech career. Any advice or even some hope from someone who went through something similar would mean a lot to me 🙏 Thank you for reading! ⸻ I can also drop my resume or GitHub if someone is willing to evaluate or refer. <!-- SC_ON --> submitted by /u/Rough-Psychology-785 (https://www.reddit.com/user/Rough-Psychology-785)
[link] (https://images.app.goo.gl/AFju4) [comments] (https://www.reddit.com/r/programming/comments/1mvdame/left_my_tech_job_after_11_months_because_they/)
Vehicle Routing Problem
https://www.reddit.com/r/programming/comments/1mvj1tt/vehicle_routing_problem/

<!-- SC_OFF -->Hey, guys! Now I am taking part in the hackathon. We must distribute 20 000 orders between 200 couriers. We thought that we can train a neural network, which would looking for different routes, but understood that we wouldn't meet the deadline in 2 weeks. We have a distance matrix, so for example Dijkstra's algorithm doesn't fit. We want to make a hybrid ml model and algorithm. What algorithm you can suggest? We thought about MILP, but it is greedy algorithm. What other recommendations you can give us? <!-- SC_ON --> submitted by /u/Inevitable-Lynx-6060 (https://www.reddit.com/user/Inevitable-Lynx-6060)
[link] (https://en.wikipedia.org/wiki/VRP) [comments] (https://www.reddit.com/r/programming/comments/1mvj1tt/vehicle_routing_problem/)
Bob is a lightweight declarative transpiler that converts bob DSL into SQL code for SQLite, MariaDB, and PostgreSQL
https://www.reddit.com/r/programming/comments/1mvra39/bob_is_a_lightweight_declarative_transpiler_that/

<!-- SC_OFF -->Hi, I’d like to introduce a small tool I’ve been working on.
It’s a language of my own called bob, a DSL that aims to simplify the creation of SQL queries and also allows you to generate SQL compatible with different distributions like MariaDB, PostgreSQL, and SQLite from the same base. Although there’s already a small usable version, there’s still a long way to go, but I’d love to hear your thoughts. The idea is to create something like a wrapper in different programming languages, enabling you to build something like a horizontal ORM, where the same simple bob syntax can be used in whichever environment you prefer. Feel free to visit the page to check out the project and give it a try! <!-- SC_ON --> submitted by /u/salvadorsru (https://www.reddit.com/user/salvadorsru)
[link] (https://bob.salvadorsru.com/) [comments] (https://www.reddit.com/r/programming/comments/1mvra39/bob_is_a_lightweight_declarative_transpiler_that/)
Need help to find the right service.
https://www.reddit.com/r/programming/comments/1mw5dl5/need_help_to_find_the_right_service/

<!-- SC_OFF -->Hi. I have a raw sketch for an app i want to have developed, so far its been me and chatgpt ve rsion 5. i test and comment, and the coding gets done by the ai. https://moti90.github.io/ibisimulator/ But ive started encountering problems now, i run a web2view environment, and have limited experience. RIght now i have an index.html file with most of the code in it. what could possible be the way for me to proceed? my preference would be an ai that would be able to read,edit and write the code to that one file. and give me a download? then i can open that file, and test and comment <!-- SC_ON --> submitted by /u/MachineMoti (https://www.reddit.com/user/MachineMoti)
[link] (https://moti90.github.io/ibisimulator/) [comments] (https://www.reddit.com/r/programming/comments/1mw5dl5/need_help_to_find_the_right_service/)
OPA maintainers and Styra employees hired by Apple
https://www.reddit.com/r/programming/comments/1mw9x7q/opa_maintainers_and_styra_employees_hired_by_apple/

<!-- SC_OFF -->We’re excited to see such great news in the industry. Congrats to the Styra team! And here is our take (https://www.cerbos.dev/blog/cerbos-vs-opa) [blog post] on how our solution, Cerbos, is compared to OPA. <!-- SC_ON --> submitted by /u/West-Chard-1474 (https://www.reddit.com/user/West-Chard-1474)
[link] (https://blog.openpolicyagent.org/note-from-teemu-tim-and-torin-to-the-open-policy-agent-community-2dbbfe494371) [comments] (https://www.reddit.com/r/programming/comments/1mw9x7q/opa_maintainers_and_styra_employees_hired_by_apple/)
Golang Markdown Lib - First OSS project - Feedback Welcome!
https://www.reddit.com/r/programming/comments/1mwbali/golang_markdown_lib_first_oss_project_feedback/

<!-- SC_OFF -->I made a markdown library for round trip rendering and parsing markdown.
This is my first open source project, so I would love feedback from anyone who knows what they are doing, and also contributions would be very appreciated.
I'm aware there are markdown libs that already exist, so I don't mean to take anything away from them. I wanted a lightweight interface for less complicated tasks, and I appreciate the api for building markdown. I wanted to be able to quickly make files like CHANGELOG and tickets like you would see in a github/gitlab board but for my personal projects. Also be able to edit them after creation (like check a checkbox), or updating variables across the files to quickly update a large set (think change a company name reference). This then escalated because I wanted to make a robust generalised library, and I also found that markdown is pretty finnicky. This is going to work great for my usecase, I have a decent test suite (though there are still some rough edges) but I haven't validated it against common mark. I would totally support anyone else if they have any usecase, I can give quick insight to what the lib does etc. Also, if there are any issues found please submit it on github! <!-- SC_ON --> submitted by /u/Temporary-Buy-7562 (https://www.reddit.com/user/Temporary-Buy-7562)
[link] (https://github.com/race-conditioned/go-md) [comments] (https://www.reddit.com/r/programming/comments/1mwbali/golang_markdown_lib_first_oss_project_feedback/)
The Death of the Page Cache? From mmap() to NVMe-ZNS and User-Space File Systems
https://www.reddit.com/r/programming/comments/1mwey6c/the_death_of_the_page_cache_from_mmap_to_nvmezns/

<!-- SC_OFF -->Discussion around the decline of the Linux page cache in modern databases and storage systems <!-- SC_ON --> submitted by /u/mqian41 (https://www.reddit.com/user/mqian41)
[link] (https://codemia.io/blog/path/The-Death-of-the-Page-Cache-From-mmap-to-NVMe-ZNS-and-User-Space-File-Systems) [comments] (https://www.reddit.com/r/programming/comments/1mwey6c/the_death_of_the_page_cache_from_mmap_to_nvmezns/)